| No. | Model Name | Title | Links | Pub. | Organization | Release Time |
|---|---|---|---|---|---|---|
| 1 | Invertible Attention | Invertible Attention | paper | arxiv | Australian National University | 27 Jun 2021 |
| 2 | AutoSampling | AutoSampling : Search for Effective Data Sampling Schedules | paper | ICML 2021 | SenseTime Research | 28 May 2021 |
| 3 | AdaFocus-TSM | Adaptive Focus for Efficient Video Recognition | paper code | arXiv | Tsinghua University | 7 May 2021 |
| 4 | SMART | SMART Frame Selection for Action Recognition | paper | AAAI 2021 | University of Edinburgh | 19 Dec 2020 |
| 5 | - | A Large-Scale Study on Unsupervised Spatiotemporal Representation Learning | paper code | CVPR 2021 | 29 Apr 2021 | |
| 6 | PixelTransformer | PixelTransformer: Sample Conditioned Signal Generation | paper code | ICML 2021 | 29 Mar 2021 | |
| 7 | Perceiver | Perceiver: General Perception with Iterative Attention | paper code | ICML 2021 | DeepMind | 23 Jun 2021 |
| 8 | DOVE | DOVE: Learning Deformable 3D Objects by Watching Videos | paper code | arXiv | Oxford | 22 Jul 2021 |
| 9 | MGSampler | MGSampler: An Explainable Sampling Strategy for Video Action Recognition | paper | ICCV 2021 | Nanjing university | 20 Apr 2021 |
| 10 | Expire Span | Not All Memories are Created Equal: Learning to Forget by Expiring | paper | ICML 2021 | 13 Jun 2021 | |
| 11 | - | STEP-UNROLLED DENOISING AUTOENCODERS FOR TEXT GENERATION | paper | arXiv | Deepmind | 13 Dec 2021 |
| 12 | - | dataset meta-learning from kernel ridge regression | paper | arXiv | Google Brain | 22 Mar 2021 |
| 13 | - | Dataset Distillation with Infinitely Wide Convolutional Networks | paper | arXiv | Google Brain | 27 Oct 2021 |
| 14 | bert2BERT | bert2BERT: Towards Reusable Pretrained Language Models | paper | ACL 2022 | Huawei Noah’s Ark Lab | 14 Oct 2021 |